Dataset statistics
| Number of variables | 14 |
|---|---|
| Number of observations | 47 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 5.3 KiB |
| Average record size in memory | 116.0 B |
Variable types
| Numeric | 13 |
|---|---|
| Categorical | 1 |
kmeans_labels has constant value "" | Constant |
Ash is highly overall correlated with Ash_Alcanity | High correlation |
Ash_Alcanity is highly overall correlated with Ash | High correlation |
Color_Intensity is highly overall correlated with Hue and 1 other fields | High correlation |
Flavanoids is highly overall correlated with Nonflavanoid_Phenols and 3 other fields | High correlation |
Hue is highly overall correlated with Color_Intensity and 2 other fields | High correlation |
Nonflavanoid_Phenols is highly overall correlated with Flavanoids | High correlation |
OD280 is highly overall correlated with Color_Intensity and 3 other fields | High correlation |
Proanthocyanins is highly overall correlated with Flavanoids and 1 other fields | High correlation |
Total_Phenols is highly overall correlated with Flavanoids and 3 other fields | High correlation |
Reproduction
| Analysis started | 2023-11-28 13:22:32.365781 |
|---|---|
| Analysis finished | 2023-11-28 13:23:01.662127 |
| Duration | 29.3 seconds |
| Software version | ydata-profiling vv4.6.2 |
| Download configuration | config.json |
Alcohol
Real number (ℝ)
| Distinct | 43 |
|---|---|
| Distinct (%) | 91.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.052979 |
| Minimum | 11.46 |
|---|---|
| Maximum | 14.38 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 752.0 B |
Quantile statistics
| Minimum | 11.46 |
|---|---|
| 5-th percentile | 12.012 |
| Q1 | 12.7 |
| median | 13.05 |
| Q3 | 13.495 |
| 95-th percentile | 14.186 |
| Maximum | 14.38 |
| Range | 2.92 |
| Interquartile range (IQR) | 0.795 |
Descriptive statistics
| Standard deviation | 0.66502996 |
|---|---|
| Coefficient of variation (CV) | 0.050948521 |
| Kurtosis | -0.33143242 |
| Mean | 13.052979 |
| Median Absolute Deviation (MAD) | 0.44 |
| Skewness | -0.13478552 |
| Sum | 613.49 |
| Variance | 0.44226485 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12.93 | 2 | 4.3% |
| 13.4 | 2 | 4.3% |
| 12.7 | 2 | 4.3% |
| 12.25 | 2 | 4.3% |
| 13.64 | 1 | 2.1% |
| 12.45 | 1 | 2.1% |
| 13.32 | 1 | 2.1% |
| 13.08 | 1 | 2.1% |
| 13.5 | 1 | 2.1% |
| 12.79 | 1 | 2.1% |
| Other values (33) | 33 |
| Value | Count | Frequency (%) |
| 11.46 | 1 | |
| 11.87 | 1 | |
| 12 | 1 | |
| 12.04 | 1 | |
| 12.2 | 1 | |
| 12.25 | 2 | |
| 12.29 | 1 | |
| 12.36 | 1 | |
| 12.42 | 1 | |
| 12.45 | 1 |
| Value | Count | Frequency (%) |
| 14.38 | 1 | |
| 14.22 | 1 | |
| 14.21 | 1 | |
| 14.13 | 1 | |
| 13.88 | 1 | |
| 13.84 | 1 | |
| 13.73 | 1 | |
| 13.69 | 1 | |
| 13.64 | 1 | |
| 13.62 | 1 |
Malic_Acid
Real number (ℝ)
| Distinct | 43 |
|---|---|
| Distinct (%) | 91.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.7289362 |
| Minimum | 2.67 |
|---|---|
| Maximum | 5.04 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 752.0 B |
Quantile statistics
| Minimum | 2.67 |
|---|---|
| 5-th percentile | 2.969 |
| Q1 | 3.265 |
| median | 3.74 |
| Q3 | 4.07 |
| 95-th percentile | 4.687 |
| Maximum | 5.04 |
| Range | 2.37 |
| Interquartile range (IQR) | 0.805 |
Descriptive statistics
| Standard deviation | 0.57217067 |
|---|---|
| Coefficient of variation (CV) | 0.15344073 |
| Kurtosis | -0.45435803 |
| Mean | 3.7289362 |
| Median Absolute Deviation (MAD) | 0.44 |
| Skewness | 0.34844195 |
| Sum | 175.26 |
| Variance | 0.32737928 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.43 | 2 | 4.3% |
| 3.59 | 2 | 4.3% |
| 3.17 | 2 | 4.3% |
| 3.03 | 2 | 4.3% |
| 3.26 | 1 | 2.1% |
| 3.24 | 1 | 2.1% |
| 3.9 | 1 | 2.1% |
| 3.12 | 1 | 2.1% |
| 2.67 | 1 | 2.1% |
| 3.3 | 1 | 2.1% |
| Other values (33) | 33 |
| Value | Count | Frequency (%) |
| 2.67 | 1 | |
| 2.81 | 1 | |
| 2.96 | 1 | |
| 2.99 | 1 | |
| 3.03 | 2 | |
| 3.1 | 1 | |
| 3.12 | 1 | |
| 3.17 | 2 | |
| 3.24 | 1 | |
| 3.26 | 1 |
| Value | Count | Frequency (%) |
| 5.04 | 1 | |
| 4.95 | 1 | |
| 4.72 | 1 | |
| 4.61 | 1 | |
| 4.6 | 1 | |
| 4.43 | 1 | |
| 4.36 | 1 | |
| 4.31 | 1 | |
| 4.3 | 1 | |
| 4.28 | 1 |
Ash
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 35 |
|---|---|
| Distinct (%) | 74.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.4004255 |
| Minimum | 1.82 |
|---|---|
| Maximum | 2.86 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 752.0 B |
Quantile statistics
| Minimum | 1.82 |
|---|---|
| 5-th percentile | 2.036 |
| Q1 | 2.28 |
| median | 2.38 |
| Q3 | 2.55 |
| 95-th percentile | 2.727 |
| Maximum | 2.86 |
| Range | 1.04 |
| Interquartile range (IQR) | 0.27 |
Descriptive statistics
| Standard deviation | 0.21299069 |
|---|---|
| Coefficient of variation (CV) | 0.088730387 |
| Kurtosis | 0.30558081 |
| Mean | 2.4004255 |
| Median Absolute Deviation (MAD) | 0.13 |
| Skewness | -0.25175202 |
| Sum | 112.82 |
| Variance | 0.045365032 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.38 | 4 | 8.5% |
| 2.48 | 3 | 6.4% |
| 2.54 | 2 | 4.3% |
| 2.35 | 2 | 4.3% |
| 2.36 | 2 | 4.3% |
| 2.26 | 2 | 4.3% |
| 2.28 | 2 | 4.3% |
| 2.4 | 2 | 4.3% |
| 2.32 | 2 | 4.3% |
| 2.2 | 1 | 2.1% |
| Other values (25) | 25 |
| Value | Count | Frequency (%) |
| 1.82 | 1 | |
| 1.98 | 1 | |
| 2 | 1 | |
| 2.12 | 1 | |
| 2.15 | 1 | |
| 2.19 | 1 | |
| 2.2 | 1 | |
| 2.21 | 1 | |
| 2.23 | 1 | |
| 2.26 | 2 |
| Value | Count | Frequency (%) |
| 2.86 | 1 | |
| 2.74 | 1 | |
| 2.73 | 1 | |
| 2.72 | 1 | |
| 2.7 | 1 | |
| 2.65 | 1 | |
| 2.64 | 1 | |
| 2.62 | 1 | |
| 2.61 | 1 | |
| 2.6 | 1 |
Ash_Alcanity
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 23 |
|---|---|
| Distinct (%) | 48.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.621277 |
| Minimum | 13.2 |
|---|---|
| Maximum | 27 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 752.0 B |
Quantile statistics
| Minimum | 13.2 |
|---|---|
| 5-th percentile | 16 |
| Q1 | 18.95 |
| median | 21 |
| Q3 | 22.25 |
| 95-th percentile | 24.85 |
| Maximum | 27 |
| Range | 13.8 |
| Interquartile range (IQR) | 3.3 |
Descriptive statistics
| Standard deviation | 2.7740988 |
|---|---|
| Coefficient of variation (CV) | 0.13452605 |
| Kurtosis | 0.54846858 |
| Mean | 20.621277 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.1135521 |
| Sum | 969.2 |
| Variance | 7.6956244 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 20 | 5 | 10.6% |
| 21 | 5 | 10.6% |
| 19.5 | 4 | 8.5% |
| 21.5 | 4 | 8.5% |
| 22 | 3 | 6.4% |
| 18.5 | 3 | 6.4% |
| 23 | 3 | 6.4% |
| 19 | 2 | 4.3% |
| 16 | 2 | 4.3% |
| 22.5 | 2 | 4.3% |
| Other values (13) | 14 |
| Value | Count | Frequency (%) |
| 13.2 | 1 | 2.1% |
| 15.2 | 1 | 2.1% |
| 16 | 2 | |
| 17.5 | 1 | 2.1% |
| 18 | 1 | 2.1% |
| 18.5 | 3 | |
| 18.6 | 1 | 2.1% |
| 18.8 | 1 | 2.1% |
| 18.9 | 1 | 2.1% |
| 19 | 2 |
| Value | Count | Frequency (%) |
| 27 | 1 | 2.1% |
| 26.5 | 1 | 2.1% |
| 25 | 1 | 2.1% |
| 24.5 | 1 | 2.1% |
| 24 | 2 | |
| 23.5 | 1 | 2.1% |
| 23 | 3 | |
| 22.5 | 2 | |
| 22 | 3 | |
| 21.5 | 4 |
Magnesium
Real number (ℝ)
| Distinct | 25 |
|---|---|
| Distinct (%) | 53.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 99.170213 |
| Minimum | 80 |
|---|---|
| Maximum | 128 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 752.0 B |
Quantile statistics
| Minimum | 80 |
|---|---|
| 5-th percentile | 80.6 |
| Q1 | 88.5 |
| median | 101 |
| Q3 | 106.5 |
| 95-th percentile | 118.8 |
| Maximum | 128 |
| Range | 48 |
| Interquartile range (IQR) | 18 |
Descriptive statistics
| Standard deviation | 11.801472 |
|---|---|
| Coefficient of variation (CV) | 0.11900219 |
| Kurtosis | -0.46023796 |
| Mean | 99.170213 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0.30352491 |
| Sum | 4661 |
| Variance | 139.27475 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 88 | 5 | 10.6% |
| 102 | 5 | 10.6% |
| 80 | 3 | 6.4% |
| 106 | 3 | 6.4% |
| 112 | 3 | 6.4% |
| 96 | 3 | 6.4% |
| 101 | 2 | 4.3% |
| 97 | 2 | 4.3% |
| 107 | 2 | 4.3% |
| 111 | 2 | 4.3% |
| Other values (15) | 17 |
| Value | Count | Frequency (%) |
| 80 | 3 | |
| 82 | 1 | 2.1% |
| 85 | 1 | 2.1% |
| 86 | 1 | 2.1% |
| 87 | 1 | 2.1% |
| 88 | 5 | |
| 89 | 2 | 4.3% |
| 90 | 1 | 2.1% |
| 92 | 2 | 4.3% |
| 96 | 3 |
| Value | Count | Frequency (%) |
| 128 | 1 | 2.1% |
| 123 | 1 | 2.1% |
| 120 | 1 | 2.1% |
| 116 | 1 | 2.1% |
| 113 | 1 | 2.1% |
| 112 | 3 | |
| 111 | 2 | |
| 107 | 2 | |
| 106 | 3 | |
| 104 | 1 | 2.1% |
Total_Phenols
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 38 |
|---|---|
| Distinct (%) | 80.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.9487234 |
| Minimum | 0.98 |
|---|---|
| Maximum | 3.25 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 752.0 B |
Quantile statistics
| Minimum | 0.98 |
|---|---|
| 5-th percentile | 1.286 |
| Q1 | 1.52 |
| median | 1.8 |
| Q3 | 2.31 |
| 95-th percentile | 2.958 |
| Maximum | 3.25 |
| Range | 2.27 |
| Interquartile range (IQR) | 0.79 |
Descriptive statistics
| Standard deviation | 0.5713014 |
|---|---|
| Coefficient of variation (CV) | 0.293167 |
| Kurtosis | -0.43228403 |
| Mean | 1.9487234 |
| Median Absolute Deviation (MAD) | 0.32 |
| Skewness | 0.71742329 |
| Sum | 91.59 |
| Variance | 0.32638529 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.7 | 3 | 6.4% |
| 1.8 | 3 | 6.4% |
| 1.38 | 2 | 4.3% |
| 2.85 | 2 | 4.3% |
| 1.65 | 2 | 4.3% |
| 1.48 | 2 | 4.3% |
| 2 | 2 | 4.3% |
| 2.7 | 1 | 2.1% |
| 1.9 | 1 | 2.1% |
| 1.93 | 1 | 2.1% |
| Other values (28) | 28 |
| Value | Count | Frequency (%) |
| 0.98 | 1 | |
| 1.25 | 1 | |
| 1.28 | 1 | |
| 1.3 | 1 | |
| 1.38 | 2 | |
| 1.39 | 1 | |
| 1.4 | 1 | |
| 1.41 | 1 | |
| 1.48 | 2 | |
| 1.5 | 1 |
| Value | Count | Frequency (%) |
| 3.25 | 1 | |
| 3.18 | 1 | |
| 3 | 1 | |
| 2.86 | 1 | |
| 2.85 | 2 | |
| 2.83 | 1 | |
| 2.7 | 1 | |
| 2.64 | 1 | |
| 2.45 | 1 | |
| 2.41 | 1 |
Flavanoids
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 41 |
|---|---|
| Distinct (%) | 87.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.3410638 |
| Minimum | 0.34 |
|---|---|
| Maximum | 3.17 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 752.0 B |
Quantile statistics
| Minimum | 0.34 |
|---|---|
| 5-th percentile | 0.473 |
| Q1 | 0.625 |
| median | 0.92 |
| Q3 | 1.94 |
| 95-th percentile | 3.03 |
| Maximum | 3.17 |
| Range | 2.83 |
| Interquartile range (IQR) | 1.315 |
Descriptive statistics
| Standard deviation | 0.90544064 |
|---|---|
| Coefficient of variation (CV) | 0.67516596 |
| Kurtosis | -0.78262439 |
| Mean | 1.3410638 |
| Median Absolute Deviation (MAD) | 0.42 |
| Skewness | 0.8527147 |
| Sum | 63.03 |
| Variance | 0.81982276 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.03 | 2 | 4.3% |
| 0.92 | 2 | 4.3% |
| 0.6 | 2 | 4.3% |
| 0.47 | 2 | 4.3% |
| 0.76 | 2 | 4.3% |
| 0.83 | 2 | 4.3% |
| 0.7 | 1 | 2.1% |
| 0.56 | 1 | 2.1% |
| 0.66 | 1 | 2.1% |
| 0.58 | 1 | 2.1% |
| Other values (31) | 31 |
| Value | Count | Frequency (%) |
| 0.34 | 1 | |
| 0.47 | 2 | |
| 0.48 | 1 | |
| 0.49 | 1 | |
| 0.5 | 1 | |
| 0.52 | 1 | |
| 0.55 | 1 | |
| 0.56 | 1 | |
| 0.58 | 1 | |
| 0.6 | 2 |
| Value | Count | Frequency (%) |
| 3.17 | 1 | |
| 3.04 | 1 | |
| 3.03 | 2 | |
| 2.99 | 1 | |
| 2.68 | 1 | |
| 2.65 | 1 | |
| 2.63 | 1 | |
| 2.58 | 1 | |
| 2.55 | 1 | |
| 2.41 | 1 |
Nonflavanoid_Phenols
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 26 |
|---|---|
| Distinct (%) | 55.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.40255319 |
| Minimum | 0.17 |
|---|---|
| Maximum | 0.63 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 752.0 B |
Quantile statistics
| Minimum | 0.17 |
|---|---|
| 5-th percentile | 0.203 |
| Q1 | 0.28 |
| median | 0.43 |
| Q3 | 0.5 |
| 95-th percentile | 0.607 |
| Maximum | 0.63 |
| Range | 0.46 |
| Interquartile range (IQR) | 0.22 |
Descriptive statistics
| Standard deviation | 0.12846025 |
|---|---|
| Coefficient of variation (CV) | 0.31911372 |
| Kurtosis | -0.95356269 |
| Mean | 0.40255319 |
| Median Absolute Deviation (MAD) | 0.1 |
| Skewness | -0.15636798 |
| Sum | 18.92 |
| Variance | 0.016502035 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.43 | 7 | |
| 0.4 | 4 | 8.5% |
| 0.53 | 3 | 6.4% |
| 0.27 | 3 | 6.4% |
| 0.5 | 3 | 6.4% |
| 0.24 | 3 | 6.4% |
| 0.45 | 2 | 4.3% |
| 0.47 | 2 | 4.3% |
| 0.17 | 2 | 4.3% |
| 0.61 | 2 | 4.3% |
| Other values (16) | 16 |
| Value | Count | Frequency (%) |
| 0.17 | 2 | |
| 0.2 | 1 | 2.1% |
| 0.21 | 1 | 2.1% |
| 0.22 | 1 | 2.1% |
| 0.24 | 3 | |
| 0.25 | 1 | 2.1% |
| 0.27 | 3 | |
| 0.29 | 1 | 2.1% |
| 0.3 | 1 | 2.1% |
| 0.32 | 1 | 2.1% |
| Value | Count | Frequency (%) |
| 0.63 | 1 | 2.1% |
| 0.61 | 2 | |
| 0.6 | 1 | 2.1% |
| 0.58 | 1 | 2.1% |
| 0.56 | 1 | 2.1% |
| 0.53 | 3 | |
| 0.52 | 1 | 2.1% |
| 0.5 | 3 | |
| 0.48 | 1 | 2.1% |
| 0.47 | 2 |
Proanthocyanins
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 37 |
|---|---|
| Distinct (%) | 78.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.3644681 |
| Minimum | 0.55 |
|---|---|
| Maximum | 3.58 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 752.0 B |
Quantile statistics
| Minimum | 0.55 |
|---|---|
| 5-th percentile | 0.736 |
| Q1 | 0.91 |
| median | 1.25 |
| Q3 | 1.64 |
| 95-th percentile | 2.624 |
| Maximum | 3.58 |
| Range | 3.03 |
| Interquartile range (IQR) | 0.73 |
Descriptive statistics
| Standard deviation | 0.61622557 |
|---|---|
| Coefficient of variation (CV) | 0.45162329 |
| Kurtosis | 3.1604942 |
| Mean | 1.3644681 |
| Median Absolute Deviation (MAD) | 0.37 |
| Skewness | 1.5925393 |
| Sum | 64.13 |
| Variance | 0.37973395 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.14 | 3 | 6.4% |
| 1.35 | 3 | 6.4% |
| 1.25 | 3 | 6.4% |
| 1.87 | 2 | 4.3% |
| 0.8 | 2 | 4.3% |
| 1.66 | 2 | 4.3% |
| 0.83 | 2 | 4.3% |
| 1.46 | 1 | 2.1% |
| 1.15 | 1 | 2.1% |
| 0.94 | 1 | 2.1% |
| Other values (27) | 27 |
| Value | Count | Frequency (%) |
| 0.55 | 1 | |
| 0.68 | 1 | |
| 0.73 | 1 | |
| 0.75 | 1 | |
| 0.8 | 2 | |
| 0.81 | 1 | |
| 0.83 | 2 | |
| 0.84 | 1 | |
| 0.86 | 1 | |
| 0.88 | 1 |
| Value | Count | Frequency (%) |
| 3.58 | 1 | |
| 2.91 | 1 | |
| 2.81 | 1 | |
| 2.19 | 1 | |
| 2.08 | 1 | |
| 1.98 | 1 | |
| 1.95 | 1 | |
| 1.87 | 2 | |
| 1.71 | 1 | |
| 1.66 | 2 |
Color_Intensity
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 44 |
|---|---|
| Distinct (%) | 93.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.9168085 |
| Minimum | 1.28 |
|---|---|
| Maximum | 10.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 752.0 B |
Quantile statistics
| Minimum | 1.28 |
|---|---|
| 5-th percentile | 2.381 |
| Q1 | 4.355 |
| median | 5.24 |
| Q3 | 7.93 |
| 95-th percentile | 10.442 |
| Maximum | 10.8 |
| Range | 9.52 |
| Interquartile range (IQR) | 3.575 |
Descriptive statistics
| Standard deviation | 2.5532631 |
|---|---|
| Coefficient of variation (CV) | 0.43152709 |
| Kurtosis | -0.7844429 |
| Mean | 5.9168085 |
| Median Absolute Deviation (MAD) | 1.84 |
| Skewness | 0.37739724 |
| Sum | 278.09 |
| Variance | 6.5191526 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5.1 | 2 | 4.3% |
| 7.65 | 2 | 4.3% |
| 4.9 | 2 | 4.3% |
| 5.88 | 1 | 2.1% |
| 8.42 | 1 | 2.1% |
| 9.4 | 1 | 2.1% |
| 8.6 | 1 | 2.1% |
| 10.8 | 1 | 2.1% |
| 10.52 | 1 | 2.1% |
| 9.01 | 1 | 2.1% |
| Other values (34) | 34 |
| Value | Count | Frequency (%) |
| 1.28 | 1 | |
| 2.08 | 1 | |
| 2.3 | 1 | |
| 2.57 | 1 | |
| 2.6 | 1 | |
| 2.8 | 1 | |
| 2.9 | 1 | |
| 3.4 | 1 | |
| 3.85 | 1 | |
| 4 | 1 |
| Value | Count | Frequency (%) |
| 10.8 | 1 | |
| 10.68 | 1 | |
| 10.52 | 1 | |
| 10.26 | 1 | |
| 10.2 | 1 | |
| 9.4 | 1 | |
| 9.2 | 1 | |
| 9.01 | 1 | |
| 8.6 | 1 | |
| 8.5 | 1 |
Hue
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 34 |
|---|---|
| Distinct (%) | 72.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.77361702 |
| Minimum | 0.48 |
|---|---|
| Maximum | 1.42 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 752.0 B |
Quantile statistics
| Minimum | 0.48 |
|---|---|
| 5-th percentile | 0.553 |
| Q1 | 0.63 |
| median | 0.75 |
| Q3 | 0.89 |
| 95-th percentile | 1.037 |
| Maximum | 1.42 |
| Range | 0.94 |
| Interquartile range (IQR) | 0.26 |
Descriptive statistics
| Standard deviation | 0.18388826 |
|---|---|
| Coefficient of variation (CV) | 0.23769935 |
| Kurtosis | 2.1124349 |
| Mean | 0.77361702 |
| Median Absolute Deviation (MAD) | 0.14 |
| Skewness | 1.0519761 |
| Sum | 36.36 |
| Variance | 0.033814894 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.75 | 3 | 6.4% |
| 0.89 | 3 | 6.4% |
| 0.67 | 2 | 4.3% |
| 0.78 | 2 | 4.3% |
| 0.57 | 2 | 4.3% |
| 0.59 | 2 | 4.3% |
| 0.56 | 2 | 4.3% |
| 0.7 | 2 | 4.3% |
| 0.96 | 2 | 4.3% |
| 0.87 | 2 | 4.3% |
| Other values (24) | 25 |
| Value | Count | Frequency (%) |
| 0.48 | 1 | |
| 0.54 | 1 | |
| 0.55 | 1 | |
| 0.56 | 2 | |
| 0.57 | 2 | |
| 0.58 | 1 | |
| 0.59 | 2 | |
| 0.6 | 1 | |
| 0.61 | 1 | |
| 0.65 | 1 |
| Value | Count | Frequency (%) |
| 1.42 | 1 | 2.1% |
| 1.19 | 1 | 2.1% |
| 1.04 | 1 | 2.1% |
| 1.03 | 1 | 2.1% |
| 0.96 | 2 | |
| 0.93 | 1 | 2.1% |
| 0.92 | 1 | 2.1% |
| 0.91 | 2 | |
| 0.89 | 3 | |
| 0.87 | 2 |
OD280
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 40 |
|---|---|
| Distinct (%) | 85.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.1508511 |
| Minimum | 1.27 |
|---|---|
| Maximum | 3.64 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 752.0 B |
Quantile statistics
| Minimum | 1.27 |
|---|---|
| 5-th percentile | 1.309 |
| Q1 | 1.59 |
| median | 1.86 |
| Q3 | 2.82 |
| 95-th percentile | 3.496 |
| Maximum | 3.64 |
| Range | 2.37 |
| Interquartile range (IQR) | 1.23 |
Descriptive statistics
| Standard deviation | 0.72792687 |
|---|---|
| Coefficient of variation (CV) | 0.33843667 |
| Kurtosis | -0.82615047 |
| Mean | 2.1508511 |
| Median Absolute Deviation (MAD) | 0.3 |
| Skewness | 0.74932768 |
| Sum | 101.09 |
| Variance | 0.52987752 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.56 | 3 | 6.4% |
| 1.75 | 3 | 6.4% |
| 3 | 2 | 4.3% |
| 1.82 | 2 | 4.3% |
| 1.33 | 2 | 4.3% |
| 3.36 | 1 | 2.1% |
| 1.47 | 1 | 2.1% |
| 2 | 1 | 2.1% |
| 1.68 | 1 | 2.1% |
| 1.86 | 1 | 2.1% |
| Other values (30) | 30 |
| Value | Count | Frequency (%) |
| 1.27 | 1 | 2.1% |
| 1.29 | 1 | 2.1% |
| 1.3 | 1 | 2.1% |
| 1.33 | 2 | |
| 1.42 | 1 | 2.1% |
| 1.47 | 1 | 2.1% |
| 1.51 | 1 | 2.1% |
| 1.56 | 3 | |
| 1.58 | 1 | 2.1% |
| 1.6 | 1 | 2.1% |
| Value | Count | Frequency (%) |
| 3.64 | 1 | |
| 3.53 | 1 | |
| 3.52 | 1 | |
| 3.44 | 1 | |
| 3.36 | 1 | |
| 3.33 | 1 | |
| 3.13 | 1 | |
| 3.12 | 1 | |
| 3.05 | 1 | |
| 3 | 2 |
Proline
Real number (ℝ)
| Distinct | 39 |
|---|---|
| Distinct (%) | 83.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 631.95745 |
| Minimum | 365 |
|---|---|
| Maximum | 1080 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 752.0 B |
Quantile statistics
| Minimum | 365 |
|---|---|
| 5-th percentile | 387.8 |
| Q1 | 520 |
| median | 590 |
| Q3 | 707.5 |
| 95-th percentile | 988.5 |
| Maximum | 1080 |
| Range | 715 |
| Interquartile range (IQR) | 187.5 |
Descriptive statistics
| Standard deviation | 172.62386 |
|---|---|
| Coefficient of variation (CV) | 0.27315742 |
| Kurtosis | 0.59322894 |
| Mean | 631.95745 |
| Median Absolute Deviation (MAD) | 90 |
| Skewness | 0.86813603 |
| Sum | 29702 |
| Variance | 29798.998 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 520 | 3 | 6.4% |
| 675 | 2 | 4.3% |
| 480 | 2 | 4.3% |
| 600 | 2 | 4.3% |
| 580 | 2 | 4.3% |
| 550 | 2 | 4.3% |
| 680 | 2 | 4.3% |
| 630 | 1 | 2.1% |
| 685 | 1 | 2.1% |
| 695 | 1 | 2.1% |
| Other values (29) | 29 |
| Value | Count | Frequency (%) |
| 365 | 1 | |
| 372 | 1 | |
| 380 | 1 | |
| 406 | 1 | |
| 415 | 1 | |
| 463 | 1 | |
| 480 | 2 | |
| 500 | 1 | |
| 510 | 1 | |
| 515 | 1 |
| Value | Count | Frequency (%) |
| 1080 | 1 | |
| 1065 | 1 | |
| 1035 | 1 | |
| 880 | 1 | |
| 855 | 1 | |
| 845 | 1 | |
| 835 | 1 | |
| 830 | 1 | |
| 770 | 1 | |
| 760 | 1 |
kmeans_labels
Categorical
CONSTANT 
| Distinct | 1 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 752.0 B |
| 1 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 47 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 47 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 47 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 47 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 47 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 47 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 47 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 47 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 47 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 47 |
| Alcohol | Ash | Ash_Alcanity | Color_Intensity | Flavanoids | Hue | Magnesium | Malic_Acid | Nonflavanoid_Phenols | OD280 | Proanthocyanins | Proline | Total_Phenols | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Alcohol | 1.000 | 0.154 | -0.075 | 0.347 | -0.060 | 0.062 | 0.249 | 0.167 | 0.038 | -0.075 | -0.021 | 0.271 | 0.022 |
| Ash | 0.154 | 1.000 | 0.572 | 0.200 | -0.071 | 0.081 | 0.311 | -0.083 | 0.111 | -0.009 | -0.158 | 0.026 | 0.092 |
| Ash_Alcanity | -0.075 | 0.572 | 1.000 | 0.184 | -0.328 | -0.187 | -0.012 | 0.071 | 0.351 | -0.349 | -0.214 | -0.282 | -0.180 |
| Color_Intensity | 0.347 | 0.200 | 0.184 | 1.000 | -0.316 | -0.624 | 0.358 | -0.112 | 0.114 | -0.618 | -0.204 | 0.206 | -0.384 |
| Flavanoids | -0.060 | -0.071 | -0.328 | -0.316 | 1.000 | 0.391 | 0.221 | 0.071 | -0.618 | 0.560 | 0.763 | 0.009 | 0.714 |
| Hue | 0.062 | 0.081 | -0.187 | -0.624 | 0.391 | 1.000 | 0.022 | -0.057 | -0.083 | 0.699 | 0.285 | 0.114 | 0.524 |
| Magnesium | 0.249 | 0.311 | -0.012 | 0.358 | 0.221 | 0.022 | 1.000 | -0.193 | -0.443 | -0.077 | 0.125 | 0.399 | 0.036 |
| Malic_Acid | 0.167 | -0.083 | 0.071 | -0.112 | 0.071 | -0.057 | -0.193 | 1.000 | -0.018 | 0.054 | 0.188 | -0.016 | 0.131 |
| Nonflavanoid_Phenols | 0.038 | 0.111 | 0.351 | 0.114 | -0.618 | -0.083 | -0.443 | -0.018 | 1.000 | -0.217 | -0.305 | -0.114 | -0.189 |
| OD280 | -0.075 | -0.009 | -0.349 | -0.618 | 0.560 | 0.699 | -0.077 | 0.054 | -0.217 | 1.000 | 0.466 | 0.085 | 0.701 |
| Proanthocyanins | -0.021 | -0.158 | -0.214 | -0.204 | 0.763 | 0.285 | 0.125 | 0.188 | -0.305 | 0.466 | 1.000 | 0.083 | 0.677 |
| Proline | 0.271 | 0.026 | -0.282 | 0.206 | 0.009 | 0.114 | 0.399 | -0.016 | -0.114 | 0.085 | 0.083 | 1.000 | 0.165 |
| Total_Phenols | 0.022 | 0.092 | -0.180 | -0.384 | 0.714 | 0.524 | 0.036 | 0.131 | -0.189 | 0.701 | 0.677 | 0.165 | 1.000 |
| Alcohol | Malic_Acid | Ash | Ash_Alcanity | Magnesium | Total_Phenols | Flavanoids | Nonflavanoid_Phenols | Proanthocyanins | Color_Intensity | Hue | OD280 | Proline | kmeans_labels | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 19 | 13.64 | 3.10 | 2.56 | 15.2 | 116 | 2.70 | 3.03 | 0.17 | 1.66 | 5.10 | 0.96 | 3.36 | 845 | 1 |
| 21 | 12.93 | 3.80 | 2.65 | 18.6 | 102 | 2.41 | 2.41 | 0.25 | 1.98 | 4.50 | 1.03 | 3.52 | 770 | 1 |
| 39 | 14.22 | 3.99 | 2.51 | 13.2 | 128 | 3.00 | 3.04 | 0.20 | 2.08 | 5.10 | 0.89 | 3.53 | 760 | 1 |
| 41 | 13.41 | 3.84 | 2.12 | 18.8 | 90 | 2.45 | 2.68 | 0.27 | 1.48 | 4.28 | 0.91 | 3.00 | 1035 | 1 |
| 43 | 13.24 | 3.98 | 2.29 | 17.5 | 103 | 2.64 | 2.63 | 0.32 | 1.66 | 4.36 | 0.82 | 3.00 | 680 | 1 |
| 45 | 14.21 | 4.04 | 2.44 | 18.9 | 111 | 2.85 | 2.65 | 0.30 | 1.25 | 5.24 | 0.87 | 3.33 | 1080 | 1 |
| 46 | 14.38 | 3.59 | 2.28 | 16.0 | 102 | 3.25 | 3.17 | 0.27 | 2.19 | 4.90 | 1.04 | 3.44 | 1065 | 1 |
| 79 | 12.70 | 3.87 | 2.40 | 23.0 | 101 | 2.83 | 2.55 | 0.43 | 1.95 | 2.57 | 1.19 | 3.13 | 463 | 1 |
| 83 | 13.05 | 3.86 | 2.32 | 22.5 | 85 | 1.65 | 1.59 | 0.61 | 1.62 | 4.80 | 0.84 | 2.01 | 515 | 1 |
| 99 | 12.29 | 3.17 | 2.21 | 18.0 | 88 | 2.85 | 2.99 | 0.45 | 2.81 | 2.30 | 1.42 | 2.83 | 406 | 1 |
| Alcohol | Malic_Acid | Ash | Ash_Alcanity | Magnesium | Total_Phenols | Flavanoids | Nonflavanoid_Phenols | Proanthocyanins | Color_Intensity | Hue | OD280 | Proline | kmeans_labels | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 162 | 12.85 | 3.27 | 2.58 | 22.0 | 106 | 1.65 | 0.60 | 0.60 | 0.96 | 5.58 | 0.87 | 2.11 | 570 | 1 |
| 163 | 12.96 | 3.45 | 2.35 | 18.5 | 106 | 1.39 | 0.70 | 0.40 | 0.94 | 5.28 | 0.68 | 1.75 | 675 | 1 |
| 165 | 13.73 | 4.36 | 2.26 | 22.5 | 88 | 1.28 | 0.47 | 0.52 | 1.15 | 6.62 | 0.78 | 1.75 | 520 | 1 |
| 166 | 13.45 | 3.70 | 2.60 | 23.0 | 111 | 1.70 | 0.92 | 0.43 | 1.46 | 10.68 | 0.85 | 1.56 | 695 | 1 |
| 167 | 12.82 | 3.37 | 2.30 | 19.5 | 88 | 1.48 | 0.66 | 0.40 | 0.97 | 10.26 | 0.72 | 1.75 | 685 | 1 |
| 169 | 13.40 | 4.60 | 2.86 | 25.0 | 112 | 1.98 | 0.96 | 0.27 | 1.11 | 8.50 | 0.67 | 1.92 | 630 | 1 |
| 170 | 12.20 | 3.03 | 2.32 | 19.0 | 96 | 1.25 | 0.49 | 0.40 | 0.73 | 5.50 | 0.66 | 1.83 | 510 | 1 |
| 174 | 13.40 | 3.91 | 2.48 | 23.0 | 102 | 1.80 | 0.75 | 0.43 | 1.41 | 7.30 | 0.70 | 1.56 | 750 | 1 |
| 175 | 13.27 | 4.28 | 2.26 | 20.0 | 120 | 1.59 | 0.69 | 0.43 | 1.35 | 10.20 | 0.59 | 1.56 | 835 | 1 |
| 177 | 14.13 | 4.10 | 2.74 | 24.5 | 96 | 2.05 | 0.76 | 0.56 | 1.35 | 9.20 | 0.61 | 1.60 | 560 | 1 |